Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003972

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006773

distance 0.227 · cross-district

#2 · Solapurcell 4960006438

distance 0.234 · cross-district

#3 · Sanglicell 4930001925

distance 0.239

#4 · Solapurcell 4960006828

distance 0.248 · cross-district

#5 · Jalgaoncell 4780000588

distance 0.258 · cross-district

#6 · Sanglicell 4930000975

distance 0.26

#7 · Sanglicell 4930002091

distance 0.261

#8 · Sanglicell 4930005405

distance 0.261

#9 · Sanglicell 4930001613

distance 0.262

#10 · Solapurcell 4960001823

distance 0.267 · cross-district

#11 · Sanglicell 4930001465

distance 0.269

#12 · Sanglicell 4930000582

distance 0.271

#13 · Solapurcell 4960005439

distance 0.273 · cross-district

#14 · Sanglicell 4930000664

distance 0.273

#15 · Chhatrapati Sambhajinagarcell 4690000223

distance 0.274 · cross-district

#16 · Sanglicell 4930003967

distance 0.274

#17 · Solapurcell 4960001822

distance 0.274 · cross-district

#18 · Solapurcell 4960000970

distance 0.276 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930003972}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.